Senior AI/ML Instructor @ Decoded Open to speaking UK Global Talent, Digital Technology

I'm Usama Shahid. I've taught AI, published on it, and built it for startups and enterprises — always with the same goal: helping people and products grow.

Usama Shahid, smiling in warm evening light
always growing
★ Top 1% Expert-Vetted, Upwork✦ UK Global Talent, Digital Technology★ Lead Author, IEEE✦ Interviewed by Business Insider★ Gold Medal, Summa Cum Laude✦ Employee of the Year, Punch Group★ DLI Certified Instructor, NVIDIA✦ Associate Fellow, Advance HE
01 / TEACH

AI, taught by a builder

Ex-university lecturer (Univ. of Gloucestershire), ex-Multiverse delivering for Rolls-Royce, Mastercard... now teaching the full AI/ML lifecycle at Decoded — from UK Government to Citi.

02 / BUILD

GenAI that ships

Architected GenAI sales system while OpenAI's models were still in beta. Engineered LLM-based “bio-equivalent” survey respondents replicating 200+ published studies. Built trading algorithms, content AI, and data platforms for real clients.

03 / PROVE

Credentials that hold

Top 1% Expert-Vetted on Upwork. UK Global Talent visa. IEEE lead author. Gold Medal & Summa Cum Laude. Interviewed by Business Insider on GenAI consulting.

What I grow by

01

Ambition

Keep building character and competency — never settle.

02

Innovation

See systems as changeable — then change them for the better.

03

Impact

Let data and evidence steer every decision.

04

Leadership

Own the problems nobody claimed. Take the initiative.

05

Care

Excellence, diligence, and kindness in every interaction with the world.

What I build with

LLM systems that make it to production.

LLMs & multimodal modelsRAG & retrievalAgents & multi-agent systemsDeep agentsLangChain / LangGraphPrompt engineeringFine-tuning & evalsLLM orchestrationVector databasesOpen-source modelsStructured outputs & tool use

From hypothesis to defensible answer.

Machine learningDeep learningNLPStatistical modellingCausal inferenceHypothesis testingText miningGeospatial & network analysisTrading & quantitative algorithmsVisualisation

The plumbing that keeps models alive.

Python / FastAPIR · C++ · JavascriptAPIs & microservicesDocker & containersAWS (S3 · ECS · ECR) · Azure · GCPDistributed systems (PySpark)DatabricksMLOps & AI lifecycleWeights & BiasesSQL · NoSQL · vector DBsVibe coding

Growing people is the multiplier.

Curriculum designTechnical workshopsAI literacy programmes1:1 coaching & mentoringResearch supervisionStakeholder engagementTeam leadershipPublic speaking

Capability without guardrails is not progress.

AI governance & policyBias & fairness auditingExplainability (SHAP · LIME)Safety evals & red-teamingHallucination mitigationHuman-in-the-loop designPrivacy & GDPRModel monitoring & driftResponsible GenAI adoption

A decade across the AI lifecycle

2025 — now

Decoded

Senior AI/ML Instructor

Delivering workshops across the AI/ML lifecycle — concept to deployment and monitoring — coaching learners one-to-one and authoring curriculum, including a commercial AI Accelerator for NISRA (UK Government) and Citi's Level 6 AI Engineer programme.

2025

Multiverse

AI Instructor

Taught degree-level AI/ML modules, up-skilling professionals from Rolls-Royce, Mastercard, Visa, BBC, Barclays and more.

2023 — 25

University of Gloucestershire

Lecturer in AI & Data Science

Led Level 4–7 modules for MSc and BSc students — Python, data analysis, ML, computational mathematics and research methods — and supervised postgraduate research in applied AI.

2021 — 22

Punch Group

Product Manager, AI & Data

Built and led a 15-person engineering and AI team. Architected a GenAI system — while OpenAI's models were still in beta — automating lead generation, enriching customer data and personalising communication at scale. Employee of the Year.

2020 — 21

KryptoHive

Software Engineer

Developed and shipped web & mobile apps for SimSim Markets, owning app-store submissions and releases.

Consulting highlights — Expert-Vetted, Upwork 2021 — 2024

Subconscious.ai

LLM-based bio-equivalent survey respondents; replicated 200+ research studies at ~0.7 correlation.

Girard Sudron

AI data engineering & automation — major savings in operational time and cost.

Strategically AI

Search-engine analysis system feeding AI content generation — 70+ SurferSEO scores.

Bramework

AI models for content generation — drafts, paraphrasing and grammar with LLMs.

What people say

more on LinkedIn →
Usama was a collaborative, positive, agreeable, attentive, and responsive part of the team… His education, calm presence, and creative solutions to any problem make him a model for other contributors. He also has the rare ability to self-direct with the mind of an ex-PM.
Avi YashchinFounder & CEO, Subconscious AIUpwork
Usama is a capable and diligent individual, who views the world with considerable curiosity and enthusiasm.
Dr William SayersDigital & AI Transformation Lead, University of GloucestershireLinkedIn
He is a talented and dedicated resource who always goes above and beyond to ensure the success of our projects… his willingness to go the extra mile and help everyone around him is worth everything.
Sheharyar AsifManaging Director, Punch GroupLinkedIn
Usama is a top notch AI guy. He has done fantastic work for us. I highly recommend him!
Erik RousselCEO, Girard SudronUpwork
He consistently delivered multiple boutique AI models just a few days after the ideas were put forward — a testament to his extraordinary ability to not just understand, conceptualize and implement tech solutions but also take ownership of the idea.
Hassaan AbidEnterprise Technology Consultant, PureLogicsLinkedIn
What sets Usama apart is his exceptional innovative thinking. He consistently brings fresh ideas to the table and has a natural inclination for finding creative solutions.
Chanya SubasinghaComputing LecturerLinkedIn
Reader, you want a service provider like Usama… when he couldn’t complete it without asking me for more money, he did the right, honorable thing and gave me a generous refund. Honest, honorable and smart… I respect and like him as a person. He’s a great freelancer.
Upwork clientGenerative AI price-quote modelUpwork
Usama is one of the finest product experts I've worked with. He has an exceptional eye for artificial intelligence, and his leadership skills are second to none.
Ammar Zaman KhanHead of Marketing, Triple Tree SolutionsLinkedIn
He is a very purpose driven educator, keenly focussed on ensuring his sessions deliver as much value and learning as possible.
Ben Ward - ex-MultiverseCasework Systems and Analysis Specialist, National Education UnionLinkedIn
The way he owns his assigned tasks makes him stay ahead of others. He has the aptitude to lead in the development and analytics industry.
Aasim AliNLP Researcher and Trainer — taught Usama at universityLinkedIn

Things I grow on the side

Hobby products — because the best way to stay sharp is to keep shipping.

Notes on growing

all writing →

In the press

Business Insider — 2023

Interviewed on a leading, innovative approach as an AI consultant in the emerging field of Generative AI.

read the story →
British Computing Society — 2025

Guest speaker: AI & religious text in digital humanities. watch →

Code Ninja Podcast — 2023

On leadership and impact in AI consulting. watch →

“…with experts such as Usama Shahid … leading the way, ProAI is able to develop a powerful system that combines the best of both worlds…” — The Chicago Journal, 2023

“…directed … in conjunction with AI expert Usama Shahid, ProAI is a completely new approach and pioneering…” — EIN News, 2023

PgCert Academic Practice

University of Gloucestershire · 2025 — 2026

MSc Data Science

University of Gloucestershire · early completion with Merit

BSc Computer Science

Bahria University · 3.94/4.0 · Gold Medal, Summa Cum Laude
Education Liaison Officer British Computing Society, Cheltenham & Gloucester
Student Voice Assistant University of Gloucestershire
Community Volunteer Hilfield Friary · Rizq Foundation · TABA Youth Force

Let's grow something together.

Consulting, teaching, speaking, or a product idea that needs an AI brain — my inbox is open.

us — Usama Shahid © 2026 Usama Shahid — reachusama.com 🌱